A Theory on Adam Instability in Large-Scale Machine Learning.

Peter Albert

Igor Molybog Peter Albert Moya Chen Zachary DeVito David Esiobu Naman Goyal 0001 Punit Singh Koura Sharan Narang Andrew Poulton Ruan Silva Binh Tang Diana Liskovich Puxin Xu Yuchen Zhang Melanie Kambadur Stephen Roller Susan Zhang A Theory on Adam Instability in Large-Scale Machine Learning. 2023 abs/2304.09871 CoRR https://doi.org/10.48550/arXiv.2304.09871 db/journals/corr/corr2304.html#abs-2304-09871

Hugo Touvron Louis Martin Kevin Stone Peter Albert Amjad Almahairi Yasmine Babaei Nikolay Bashlykov Soumya Batra Prajjwal Bhargava Shruti Bhosale Dan Bikel Lukas Blecher Cristian Canton-Ferrer Moya Chen Guillem Cucurull David Esiobu Jude Fernandes Jeremy Fu Wenyin Fu Brian Fuller Cynthia Gao Vedanuj Goswami Naman Goyal 0001 Anthony Hartshorn Saghar Hosseini Rui Hou Hakan Inan Marcin Kardas Viktor Kerkez Madian Khabsa Isabel Kloumann Artem Korenev Punit Singh Koura Marie-Anne Lachaux Thibaut Lavril Jenya Lee Diana Liskovich Yinghai Lu Yuning Mao Xavier Martinet Todor Mihaylov Pushkar Mishra Igor Molybog Yixin Nie Andrew Poulton Jeremy Reizenstein Rashi Rungta Kalyan Saladi Alan Schelten Ruan Silva Eric Michael Smith Ranjan Subramanian Xiaoqing Ellen Tan Binh Tang Ross Taylor Adina Williams Jian Xiang Kuan Puxin Xu Zheng Yan Iliyan Zarov Yuchen Zhang Angela Fan Melanie Kambadur Sharan Narang Aurélien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom Llama 2: Open Foundation and Fine-Tuned Chat Models. 2023 abs/2307.09288 CoRR https://doi.org/10.48550/arXiv.2307.09288 https://www.wikidata.org/entity/Q121298347 db/journals/corr/corr2307.html#abs-2307-09288

Diego Guillermo Loyola Rodriguez Werner Thomas Yakov Livschitz Thomas Ruppert Peter Albert Rainer Hollmann Cloud Properties Derived From GOME/ERS-2 Backscatter Data for Trace Gas Retrieval. 2747-2758 2007 45 IEEE Trans. Geosci. Remote. Sens. 9 https://doi.org/10.1109/TGRS.2007.901043 db/journals/tgrs/tgrs45.html#RodriguezTLRAH07

Peter Albert Math Class: An Application for Dynamic Tactile Graphics. 1118-1121 2006 conf/icchp/2006 ICCHP https://doi.org/10.1007/11788713_162 db/conf/icchp/icchp2006.html#Albert06 Amjad Almahairi Yasmine Babaei Nikolay Bashlykov Soumya Batra Prajjwal Bhargava Shruti Bhosale Dan Bikel Lukas Blecher Cristian CantonCristian Canton-Ferrer Moya Chen Guillem Cucurull Zach DeVitoZachary DeVito Sergey Edunov David Esiobu Angela Fan Jude Fernandes Jeremy Fu Wenyin Fu Brian Fuller Cynthia Gao Vedanuj Goswami Naman Goyal 0001 Anthony Hartshorn Rainer Hollmann Saghar Hosseini Rui Hou Hakan Inan Melanie Kambadur Marcin Kardas Viktor Kerkez Madian Khabsa Isabel Kloumann Artem Korenev Punit Singh Koura Jian Xiang Kuan Marie-Anne Lachaux Thibaut Lavril Jenya Lee Diana Liskovich Yakov Livschitz Diego G. LoyolaDiego Guillermo Loyola Rodriguez Yinghai Lu Yuning Mao Louis Martin Xavier Martinet Todor Mihaylov Pushkar Mishra Igor Molybog Sharan Narang Yixin Nie Andrew Poulton Jeremy Reizenstein Aurélien Rodriguez Stephen Roller Rashi Rungta Thomas Ruppert Kalyan Saladi Alan Schelten Thomas Scialom Ruan Silva Eric Michael Smith Robert Stojnic Kevin Stone Ranjan Subramanian Xiaoqing Ellen Tan Binh Tang Ross Taylor Werner Thomas Hugo Touvron Adina Williams Puxin Xu Zheng Yan Iliyan Zarov Susan Zhang Yuchen Zhang